Company Filing History:
Years Active: 2014-2025
Title: Innovations of Md Rafiul Hassan
Introduction
Md Rafiul Hassan is a prominent inventor based in Dhahran, Saudi Arabia. He has made significant contributions to the field of document classification and fraud detection through his innovative patents. With a total of 8 patents to his name, he has established himself as a leading figure in the application of hybrid systems combining Hidden Markov Models (HMM) and Machine Learning (ML).
Latest Patents
One of his latest patents is a document image classifying system that utilizes a hybrid HMM and ML approach. This system is designed to classify data instances with imbalanced class distribution. It includes a Hidden Markov Model that generates a log-likelihood score for each data instance. The implementations of this hybrid system effectively detect fraudulent activity and classify documents with a level of accuracy that surpasses conventional classifiers.
Another notable patent is the system for detecting web page fraud based on wordlist categorization. Similar to his document classification system, this invention employs a hybrid HMM and ML framework. It generates log-likelihood scores based on attribute value vectors for keyword features characterizing a web page. The resulting attribute value vectors are ranked and divided into bins grouped by log-likelihood scores within equal ranges. Various machine learning models are trained using the balanced vectors obtained from all the bins of vectors.
Career Highlights
Md Rafiul Hassan is currently affiliated with King Fahd University of Petroleum and Minerals. His work at this esteemed institution has allowed him to further his research and development in innovative technologies.
Collaborations
He has collaborated with notable coworkers such as Muhammad Imtiaz Hossain and Abdulazeez Abdulraheem. Their combined expertise has contributed to the advancement of their projects and innovations.
Conclusion
Md Rafiul Hassan's contributions to the fields of document classification and fraud detection through his innovative patents highlight his significant role as an inventor. His work continues to influence advancements in technology and machine learning applications.